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1. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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AWS | Machine Learning

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of digital transformation initiatives supported
by AI in 2019
40% - IDC 2018

3. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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Our mission at AWS
Put machine learning in the hands
of every developer

4. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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Broadest and deepest
set of AI and ML
services
200 new features & services
launched this last year alone
Unmatched flexibility
Accelerate your adoption
of ML with SageMaker
70% cost reduction in data-labeling
10x faster performance
75% lower inference cost
Built on the most
comprehensive cloud
platform optimized for ML
AWS holds the top spots on
Stanford’s benchmark, for fastest
training time, lowest cost, lowest
inference latency

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10,000+ customers | 2x the customer references | 85% of TensorFlow projects in the cloud happen on AWS

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Bringing AI into your digital
transformation requires a new
“stack” that makes it easier to
put ML to work
Technology

7. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
AI Services
ML Services
ML Frameworks +
Infrastructure EC2 P3
& P3dn
EC2
C5
FPGAs Greengrass
Elastic
inference
FRAMEWORKS INTERFACES INFRASTRUCTURE
Inferentia
EC2
G4

8. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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AI Services
ML Services Amazon
SageMaker Ground Truth Notebooks Algorithms + Marketplace
Reinforcement
Learning
Training Optimization Deployment Hosting
ML Frameworks +
Infrastructure EC2 P3
& P3dn
EC2
C5
FPGAs Greengrass
Elastic
inference
FRAMEWORKS INTERFACES INFRASTRUCTURE
Inferentia
EC2
G4

9. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
C o l l e c t a n d
p r e p a r e
t r a i n i n g d a t a
C h o o s e a n d
o p t i m i z e y o u r
M L a l g o r i t h m
S e t u p a n d
m a n a g e
e n v i r o n m e n t s
f o r t r a i n i n g
Train and tune model
(trial and error)
Deploy model
in production
S c a l e a n d
m a n a g e t h e
p r o d u c t i o n
e n v i r o n m e n t
Amazon SageMaker
BRINGING MACHINE LEARNING TO ALL DEVELOPERS

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C h o o s e a n d
o p t i m i z e y o u r
M L a l g o r i t h m
S e t u p a n d
m a n a g e
e n v i r o n m e n t s
f o r t r a i n i n g
Train and tune model
(trial and error)
Deploy model
in production
S c a l e a n d
m a n a g e t h e
p r o d u c t i o n
e n v i r o n m e n t
Pre-built
notebooks for
common problems
C o l l e c t a n d
p r e p a r e
t r a i n i n g d a t a
Amazon SageMaker
BRINGING MACHINE LEARNING TO ALL DEVELOPERS

11. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
Train and tune model
(trial and error)
Deploy model
in production
S c a l e a n d
m a n a g e t h e
p r o d u c t i o n
e n v i r o n m e n t
B u i l t - i n , h i g h
p e r f o r m a n c e
a l g o r i t h m s
C h o o s e a n d
o p t i m i z e y o u r
M L a l g o r i t h m
K-Means Clustering
Principal Component Analysis
Neural Topic Modelling
Factorization Machines
Linear Learner (Regression)
BlazingText
Reinforcement learning
XGBoost
Topic Modeling (LDA)
Image Classification
Seq2Seq
Linear Learner (Classification)
DeepAR Forecasting
Pre-built
notebooks for
common problems
C o l l e c t a n d
p r e p a r e
t r a i n i n g d a t a
Amazon SageMaker
BRINGING MACHINE LEARNING TO ALL DEVELOPERS

12. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
Train and tune model
(trial and error)
Deploy model
in production
S c a l e a n d
m a n a g e t h e
p r o d u c t i o n
e n v i r o n m e n t
Pre-built
notebooks for
common problems
C o l l e c t a n d
p r e p a r e
t r a i n i n g d a t a
B u i l t - i n , h i g h
p e r f o r m a n c e
a l g o r i t h m s
C h o o s e a n d
o p t i m i z e y o u r
M L a l g o r i t h m
One-click
training
Set up and manage
environments
for training
Amazon SageMaker
BRINGING MACHINE LEARNING TO ALL DEVELOPERS

13. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
Deploy model
in production
S c a l e a n d
m a n a g e t h e
p r o d u c t i o n
e n v i r o n m e n t
Pre-built
notebooks for
common problems
C o l l e c t a n d
p r e p a r e
t r a i n i n g d a t a
B u i l t - i n , h i g h
p e r f o r m a n c e
a l g o r i t h m s
C h o o s e a n d
o p t i m i z e y o u r
M L a l g o r i t h m
One-click
training
Set up and manage
environments
for training
O p t i m i z a t i o n
Train and tune model
(trial and error)
Amazon SageMaker
BRINGING MACHINE LEARNING TO ALL DEVELOPERS

14. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
S c a l e a n d
m a n a g e t h e
p r o d u c t i o n
e n v i r o n m e n t
Pre-built
notebooks for
common problems
C o l l e c t a n d
p r e p a r e
t r a i n i n g d a t a
B u i l t - i n , h i g h
p e r f o r m a n c e
a l g o r i t h m s
C h o o s e a n d
o p t i m i z e y o u r
M L a l g o r i t h m
One-click
training
Set up and manage
environments
for training
O p t i m i z a t i o n
Train and tune model
(trial and error)
One-click
deployment
Deploy model
in production
Amazon SageMaker
BRINGING MACHINE LEARNING TO ALL DEVELOPERS

15. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
Amazon SageMaker
BRINGING MACHINE LEARNING TO ALL DEVELOPERS
Pre-built
notebooks for
common problems
C o l l e c t a n d
p r e p a r e
t r a i n i n g d a t a
B u i l t - i n , h i g h
p e r f o r m a n c e
a l g o r i t h m s
C h o o s e a n d
o p t i m i z e y o u r
M L a l g o r i t h m
One-click
training
Set up and manage
environments
for training
O p t i m i z a t i o n
F u l l y m a n a g e d
w i t h a u t o -
s c a l i n g , h e a l t h
c h e c k s ,
a u t o m a t i c
h a n d l i n g o f n o d e
f a i l u r e s , a n d
s e c u r i t y c h e c k s
S c a l e a n d
m a n a g e t h e
p r o d u c t i o n
e n v i r o n m e n t
Train and tune model
(trial and error)
One-click
deployment
Deploy model
in production

16. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
AI Services
R E K O G N I T I O N
I M A G E
P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D L E X
R E K O G N I T I O N
V I D E O
F O R E C A S T
T E X T R A C T P E R S O N A L I Z E
VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS
ML Services Amazon
SageMaker Ground Truth Notebooks Algorithms + Marketplace
Reinforcement
Learning
Training Optimization Deployment Hosting
ML Frameworks +
Infrastructure EC2 P3
& P3dn
EC2
C5
FPGAs Greengrass
Elastic
inference
FRAMEWORKS INTERFACES INFRASTRUCTURE
Inferentia
EC2
G4

17. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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Modernize your contact center to improve customer service
conversational chat bots | call transcription | intelligent routing | sentiment analysis | VoC analytics text-to
speech | multilingual omni-channel communication
P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D L E X

18. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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Use AI services to strengthen safety & security
accurate facial analysis | identity protection | metadata extraction
C O M P R E H E N D &
C O M P R E H E N D M E D I C A L
R E K O G N I T I O N
I M A G E
R E K O G N I T I O N
V I D E O

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Automate media workflows to reduce costs & monetize content
content moderation | contextual ad insertion | searchable media library
custom facial recognition | multi-language metadata search
C O M P R E H E N D
R E K O G N I T I O N
I M A G E
R E K O G N I T I O N
V I D E O
T R A N S C R I B E T R A N S L A T E T E X T R A C T

20. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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Reduce localization costs & improve accuracy
custom vocabulary | timestamp generation | secure real-time translation | language identification
P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D

21. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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Understand the voice of your customer
sentiment analysis | app localization | translation services | transcription services | cataloging media | accessibility
T R A N S C R I B E T R A N S L A T E C O M P R E H E N D
R E K O G N I T I O N
I M A G E
R E K O G N I T I O N
V I D E O

22. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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Personalize customer experiences with targeted recommendations
recommendation technology used by Amazon.com | context-aware recommendations sentiment
analysis | VoC analytics
P E R S O N A L I Z E C O M P R E H E N D
R E K O G N I T I O N
I M A G E
R E K O G N I T I O N
V I D E O

23. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
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Accurately forecast future business outcomes
forecasting technology used by Amazon.com | multiple time-series data
forecast scheduling & visualization | supply chain integration
F O R E C A S T

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Increase efficiency with automated document analysis
optical character recognition (OCR) | automatic data extraction | natural language processing
intelligent search | text analytics
C O M P R E H E N D &
C O M P R E H E N D M E D I C A L
T E X T R A C T

25. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
AI Services
R E K O G N I T I O N
I M A G E
P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D L E X
R E K O G N I T I O N
V I D E O
F O R E C A S T
T E X T R A C T P E R S O N A L I Z E
VISION SPEECH LANGUAGE CHATBOTS FORECASTING RECOMMENDATIONS
ML Services Amazon
SageMaker Ground Truth Notebooks Algorithms + Marketplace
Reinforcement
Learning
Training Optimization Deployment Hosting
ML Frameworks +
Infrastructure EC2 P3
& P3dn
EC2
C5
FPGAs Greengrass
Elastic
inference
FRAMEWORKS INTERFACES INFRASTRUCTURE
Inferentia
EC2
G4

26. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Confidential and Trademark
© 2019, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Trademark
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